fix: avoid AccessDenied error for a while on SageMaker Studio wtih do… #4600
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…main isolation configured.
*Issue #, if available: NA
*Description of changes:
When you create training job on SageMaker Studio[1] by calling
Estimator.fitfunction, SageMaker automatically adds tags such assagemaker:domain-arnso that you could make use of them for domain Isolation[2].However, tag propagation takes some time, even if it is tiny.
Estimator.fitfunction callsSession.logs_for_jobby default and this function calls
DescribeTrainingJobAPI right after it callsCreateTrainingJobAPI. This sometimes causesAccessDeniederror when tags such assagemaker:domain-arnare not propagated by SageMaker yet.The change this pull request introduces ignores
AccessDeniederror whenEstimator.fitfunction calling the firstDescribeTrainingJobAPI for some time to give enough time for tag propagation.+++++++
Reference
+++++++
[1] https://docs.aws.amazon.com/sagemaker/latest/dg/studio.html
[2] https://docs.aws.amazon.com/sagemaker/latest/dg/domain-resource-isolation.html
Testing done:
Merge Checklist
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Tests
unique_name_from_baseto create resource names in integ tests (if appropriate)By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.